Metric: video-to-text Median Rank (higher is better)
| # | Model↕ | video-to-text Median Rank▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PO Loss | 8 | No | Rudder: A Cross Lingual Video and Text Retrieval... | 2021-03-09 | Code |
| 2 | DRL | 2 | Yes | Disentangled Representation Learning for Text-Vi... | 2022-03-14 | Code |
| 3 | PAU | 2 | No | Prototype-based Aleatoric Uncertainty Quantifica... | 2023-09-29 | Code |
| 4 | HBI | 2 | No | Video-Text as Game Players: Hierarchical Banzhaf... | 2023-03-25 | Code |
| 5 | DiffusionRet | 2 | No | DiffusionRet: Generative Text-Video Retrieval wi... | 2023-03-17 | Code |
| 6 | CAMoE | 2 | Yes | Improving Video-Text Retrieval by Multi-Stream C... | 2021-09-09 | Code |
| 7 | HunYuan_tvr (huge) | 1 | Yes | Tencent Text-Video Retrieval: Hierarchical Cross... | 2022-04-07 | - |
| 8 | HunYuan_tvr | 1 | Yes | Tencent Text-Video Retrieval: Hierarchical Cross... | 2022-04-07 | - |
| 9 | Cap4Video | 1 | No | Cap4Video: What Can Auxiliary Captions Do for Te... | 2022-12-31 | Code |
| 10 | DiffusionRet+QB-Norm | 1 | No | DiffusionRet: Generative Text-Video Retrieval wi... | 2023-03-17 | Code |